Burt grew up around Washington, DC and received an A.B from Harvard in 1994 and a Ph.D. in English from Yale in 2000. He taught at Macalester College for several years before becoming a Professor of English at Harvard University. He lives in the suburbs of Boston with his spouse, Jessie Bennett, and their two children.